He stared at the eviction notice, which was what the condo conversion meant for him. He was a renter. He didn't have any money to buy. Mark felt a deep, pervasive sense of… flatness. He couldn’t seem to muster the energy to even feel angry.

He went through the motions of his morning routine, mechanically. Shower. Dress. But each movement felt disconnected, like he was watching himself from a distance.

He arrived at his job and tried to get his work done, but everything was pointless. The hours dragged. Nothing seemed to stick. The world seemed muffled, like he was under water. He wanted to go home and lie down.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273